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eBook

Manual vs. Digital: Standardizing 2D Cell Culture

A comparison of traditional microscopy, digital imaging, and AI-powered tools for cell culture monitoring and analysis

Brought to you byLeica Microsystems

Achieving accuracy and reproducibility in your cell-based assays relies on matching your imaging technique to the specific demands of your workflow. While traditional techniques like phase contrast and brightfield remain highly effective for routine visual inspection, complex tasks like confluency monitoring, cell counting, and transfection efficiency analysis often require the objective precision of digital microscopy. 

This ebook provides a complete overview of the current imaging landscape to help you evaluate these distinct approaches. It reviews the operational strengths of traditional monitoring, details how advances in AI and digital microscopy automate complex analysis, and explores emerging trends in 2D cell culture. 

Download the ebook to discover

  • When to use brightfield, phase contrast, imaging mass cytometry, and fluorescence imaging
  • AI-enabled approaches for confluency, cell counting, and transfection analysis
  • Documentation considerations for labs working under 21 CFR Part 11
  • Imaging needs for microfluidic, lab-on-a-chip, and hybrid systems

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